Pandas Profiling Report

Dataset statistics

Number of variables	20
Number of observations	4484
Missing cells	11067
Missing cells (%)	12.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	700.8 KiB
Average record size in memory	160.0 B

Variable types

Numeric	13
Categorical	5
Text	2

Alerts

`Area Code (M49)` is highly overall correlated with `Area`	High correlation
`Element Code` is highly overall correlated with `Element` and 3 other fields	High correlation
`2010` is highly overall correlated with `2011` and 12 other fields	High correlation
`2011` is highly overall correlated with `2010` and 12 other fields	High correlation
`2012` is highly overall correlated with `2010` and 12 other fields	High correlation
`2013` is highly overall correlated with `2010` and 12 other fields	High correlation
`2014` is highly overall correlated with `2010` and 12 other fields	High correlation
`2015` is highly overall correlated with `2010` and 12 other fields	High correlation
`2016` is highly overall correlated with `2010` and 12 other fields	High correlation
`2017` is highly overall correlated with `2010` and 12 other fields	High correlation
`2018` is highly overall correlated with `2010` and 12 other fields	High correlation
`2019` is highly overall correlated with `2010` and 12 other fields	High correlation
`2020` is highly overall correlated with `2010` and 12 other fields	High correlation
`Area` is highly overall correlated with `Area Code (M49)`	High correlation
`Element` is highly overall correlated with `Element Code` and 3 other fields	High correlation
`Unit` is highly overall correlated with `Element Code` and 14 other fields	High correlation
`Flag` is highly overall correlated with `Element Code` and 14 other fields	High correlation
`Flag Description` is highly overall correlated with `Element Code` and 14 other fields	High correlation
`Unit` is highly imbalanced (61.8%)	Imbalance
`Flag` is highly imbalanced (54.8%)	Imbalance
`Flag Description` is highly imbalanced (54.8%)	Imbalance
`2010` has 1366 (30.5%) missing values	Missing
`2011` has 1367 (30.5%) missing values	Missing
`2012` has 1367 (30.5%) missing values	Missing
`2013` has 1366 (30.5%) missing values	Missing
`2014` has 950 (21.2%) missing values	Missing
`2015` has 955 (21.3%) missing values	Missing
`2016` has 943 (21.0%) missing values	Missing
`2017` has 939 (20.9%) missing values	Missing
`2018` has 923 (20.6%) missing values	Missing
`2019` has 418 (9.3%) missing values	Missing
`2020` has 473 (10.5%) missing values	Missing
`2010` is highly skewed (γ1 = 22.0968211)	Skewed
`2011` is highly skewed (γ1 = 22.14911813)	Skewed
`2012` is highly skewed (γ1 = 22.25017621)	Skewed
`2013` is highly skewed (γ1 = 22.30139668)	Skewed
`2014` is highly skewed (γ1 = 23.56759727)	Skewed
`2015` is highly skewed (γ1 = 23.66687661)	Skewed
`2016` is highly skewed (γ1 = 23.97286776)	Skewed
`2017` is highly skewed (γ1 = 23.99179968)	Skewed
`2018` is highly skewed (γ1 = 23.80911335)	Skewed
`2019` is highly skewed (γ1 = 25.18254548)	Skewed
`2020` is highly skewed (γ1 = 24.97640502)	Skewed
`2010` has 1403 (31.3%) zeros	Zeros
`2011` has 1371 (30.6%) zeros	Zeros
`2012` has 1348 (30.1%) zeros	Zeros
`2013` has 1349 (30.1%) zeros	Zeros
`2014` has 1522 (33.9%) zeros	Zeros
`2015` has 1531 (34.1%) zeros	Zeros
`2016` has 1530 (34.1%) zeros	Zeros
`2017` has 1533 (34.2%) zeros	Zeros
`2018` has 1536 (34.3%) zeros	Zeros
`2019` has 1813 (40.4%) zeros	Zeros
`2020` has 1789 (39.9%) zeros	Zeros

Reproduction

Analysis started	2023-07-10 17:56:58.046755
Analysis finished	2023-07-10 17:58:35.303854
Duration	1 minute and 37.26 seconds
Software version	ydata-profiling vv4.2.0
Download configuration	config.json

Area Code (M49)
Real number (ℝ)

Distinct	7
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	534.68287

Minimum	108
Maximum	834
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	35.2 KiB

Quantile statistics

Minimum	108
5-th percentile	108
Q1	180
median	646
Q3	800
95-th percentile	834
Maximum	834
Range	726
Interquartile range (IQR)	620

Descriptive statistics

Standard deviation	273.99112
Coefficient of variation (CV)	0.51243669
Kurtosis	-1.4431467
Mean	534.68287
Median Absolute Deviation (MAD)	188
Skewness	-0.42258157
Sum	2397518
Variance	75071.135
Monotonicity	Increasing

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
834	699	15.6%
404	693	15.5%
800	676	15.1%
646	652	14.5%
180	648	14.5%
108	575	12.8%
728	541	12.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
108	575	12.8%
180	648	14.5%
404	693	15.5%
646	652	14.5%
728	541	12.1%
800	676	15.1%
834	699	15.6%

Value	Count	Frequency (%)
834	699	15.6%
800	676	15.1%
728	541	12.1%
646	652	14.5%
404	693	15.5%
180	648	14.5%
108	575	12.8%

Area
Categorical

Distinct	7
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	35.2 KiB

United Republic of Tanzania	699
Kenya	693
Uganda	676
Rwanda	652
Democratic Republic of the Congo	648
Other values (2)	1116

Length

Max length	32
Median length	11
Mean length	13.607939
Min length	5

Characters and Unicode

Total characters	61018
Distinct characters	29
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Burundi
2nd row	Burundi
3rd row	Burundi
4th row	Burundi
5th row	Burundi

Common Values

Value	Count	Frequency (%)
United Republic of Tanzania	699	15.6%
Kenya	693	15.5%
Uganda	676	15.1%
Rwanda	652	14.5%
Democratic Republic of the Congo	648	14.5%
Burundi	575	12.8%
South Sudan	541	12.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
republic	1347	13.9%
of	1347	13.9%
united	699	7.2%
tanzania	699	7.2%
kenya	693	7.1%
uganda	676	7.0%
rwanda	652	6.7%
democratic	648	6.7%
the	648	6.7%
congo	648	6.7%
Other values (3)	1657	17.1%

Most occurring characters

Value	Count	Frequency (%)
a	6635	10.9%
n	5882	9.6%
	5230	8.6%
e	4035	6.6%
i	3968	6.5%
o	3832	6.3%
u	3579	5.9%
d	3143	5.2%
c	2643	4.3%
t	2536	4.2%
Other values (19)	19535	32.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	48069	78.8%
Uppercase Letter	7719	12.7%
Space Separator	5230	8.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	6635	13.8%
n	5882	12.2%
e	4035	8.4%
i	3968	8.3%
o	3832	8.0%
u	3579	7.4%
d	3143	6.5%
c	2643	5.5%
t	2536	5.3%
f	1347	2.8%
Other values (10)	10469	21.8%

Uppercase Letter

Value	Count	Frequency (%)
R	1999	25.9%
U	1375	17.8%
S	1082	14.0%
T	699	9.1%
K	693	9.0%
D	648	8.4%
C	648	8.4%
B	575	7.4%

Space Separator

Value	Count	Frequency (%)
	5230	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	55788	91.4%
Common	5230	8.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	6635	11.9%
n	5882	10.5%
e	4035	7.2%
i	3968	7.1%
o	3832	6.9%
u	3579	6.4%
d	3143	5.6%
c	2643	4.7%
t	2536	4.5%
R	1999	3.6%
Other values (18)	17536	31.4%

Common

Value	Count	Frequency (%)
	5230	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	61018	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	6635	10.9%
n	5882	9.6%
	5230	8.6%
e	4035	6.6%
i	3968	6.5%
o	3832	6.3%
u	3579	5.9%
d	3143	5.2%
c	2643	4.3%
t	2536	4.2%
Other values (19)	19535	32.0%

Element Code
Real number (ℝ)

Distinct	8
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4750.0544

Minimum	511
Maximum	5911
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	35.2 KiB

Quantile statistics

Minimum	511
5-th percentile	645
Q1	5142
median	5301
Q3	5611
95-th percentile	5911
Maximum	5911
Range	5400
Interquartile range (IQR)	469

Descriptive statistics

Standard deviation	1697.2583
Coefficient of variation (CV)	0.35731345
Kurtosis	1.9605566
Mean	4750.0544
Median Absolute Deviation (MAD)	210
Skewness	-1.9447228
Sum	21299244
Variance	2880685.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
5611	724	16.1%
5142	705	15.7%
5301	673	15.0%
645	635	14.2%
5911	612	13.6%
5170	595	13.3%
5511	533	11.9%
511	7	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
511	7	0.2%
645	635	14.2%
5142	705	15.7%
5170	595	13.3%
5301	673	15.0%
5511	533	11.9%
5611	724	16.1%
5911	612	13.6%

Value	Count	Frequency (%)
5911	612	13.6%
5611	724	16.1%
5511	533	11.9%
5301	673	15.0%
5170	595	13.3%
5142	705	15.7%
645	635	14.2%
511	7	0.2%

Element
Categorical

Distinct	8
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	35.2 KiB

Import Quantity	724
Food	705
Domestic supply quantity	673
Food supply quantity (kg/capita/yr)	635
Export Quantity	612
Other values (3)	1135

Length

Max length	35
Median length	24
Mean length	16.084969
Min length	4

Characters and Unicode

Total characters	72125
Distinct characters	34
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Total Population - Both sexes
2nd row	Food supply quantity (kg/capita/yr)
3rd row	Food supply quantity (kg/capita/yr)
4th row	Food supply quantity (kg/capita/yr)
5th row	Food supply quantity (kg/capita/yr)

Common Values

Value	Count	Frequency (%)
Import Quantity	724	16.1%
Food	705	15.7%
Domestic supply quantity	673	15.0%
Food supply quantity (kg/capita/yr)	635	14.2%
Export Quantity	612	13.6%
Residuals	595	13.3%
Production	533	11.9%
Total Population - Both sexes	7	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
quantity	2644	29.1%
food	1340	14.7%
supply	1308	14.4%
import	724	8.0%
domestic	673	7.4%
kg/capita/yr	635	7.0%
export	612	6.7%
residuals	595	6.5%
production	533	5.9%
total	7	0.1%
Other values (4)	28	0.3%

Most occurring characters

Value	Count	Frequency (%)
t	8486	11.8%
o	5783	8.0%
i	5087	7.1%
u	5087	7.1%
	4615	6.4%
p	4594	6.4%
y	4587	6.4%
a	4523	6.3%
s	3185	4.4%
n	3184	4.4%
Other values (24)	22994	31.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	59129	82.0%
Uppercase Letter	5834	8.1%
Space Separator	4615	6.4%
Other Punctuation	1270	1.8%
Open Punctuation	635	0.9%
Close Punctuation	635	0.9%
Dash Punctuation	7	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	8486	14.4%
o	5783	9.8%
i	5087	8.6%
u	5087	8.6%
p	4594	7.8%
y	4587	7.8%
a	4523	7.6%
s	3185	5.4%
n	3184	5.4%
r	2504	4.2%
Other values (10)	12109	20.5%

Uppercase Letter

Value	Count	Frequency (%)
F	1340	23.0%
Q	1336	22.9%
I	724	12.4%
D	673	11.5%
E	612	10.5%
R	595	10.2%
P	540	9.3%
T	7	0.1%
B	7	0.1%

Space Separator

Value	Count	Frequency (%)
	4615	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	1270	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	635	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	635	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	7	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	64963	90.1%
Common	7162	9.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	8486	13.1%
o	5783	8.9%
i	5087	7.8%
u	5087	7.8%
p	4594	7.1%
y	4587	7.1%
a	4523	7.0%
s	3185	4.9%
n	3184	4.9%
r	2504	3.9%
Other values (19)	17943	27.6%

Common

Value	Count	Frequency (%)
	4615	64.4%
/	1270	17.7%
(	635	8.9%
)	635	8.9%
-	7	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	72125	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	8486	11.8%
o	5783	8.0%
i	5087	7.1%
u	5087	7.1%
	4615	6.4%
p	4594	6.4%
y	4587	6.4%
a	4523	6.3%
s	3185	4.4%
n	3184	4.4%
Other values (24)	22994	31.9%

Item Code (CPC)
Text

Distinct	98
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Memory size	35.2 KiB

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	22420
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	F2501
2nd row	F2511
3rd row	F2513
4th row	F2514
5th row	F2515

Value	Count	Frequency (%)
f2761	68	1.5%
f2763	62	1.4%
f2764	58	1.3%
f2765	58	1.3%
f2762	58	1.3%
f2767	55	1.2%
f2775	54	1.2%
f2807	49	1.1%
f2549	49	1.1%
f2731	49	1.1%
Other values (88)	3924	87.5%

Most occurring characters

Value	Count	Frequency (%)
2	5168	23.1%
F	4484	20.0%
5	3174	14.2%
6	2262	10.1%
7	2052	9.2%
1	1350	6.0%
3	1261	5.6%
4	1016	4.5%
8	707	3.2%
0	617	2.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	17936	80.0%
Uppercase Letter	4484	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	5168	28.8%
5	3174	17.7%
6	2262	12.6%
7	2052	11.4%
1	1350	7.5%
3	1261	7.0%
4	1016	5.7%
8	707	3.9%
0	617	3.4%
9	329	1.8%

Uppercase Letter

Value	Count	Frequency (%)
F	4484	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	17936	80.0%
Latin	4484	20.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	5168	28.8%
5	3174	17.7%
6	2262	12.6%
7	2052	11.4%
1	1350	7.5%
3	1261	7.0%
4	1016	5.7%
8	707	3.9%
0	617	3.4%
9	329	1.8%

Latin

Value	Count	Frequency (%)
F	4484	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	22420	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	5168	23.1%
F	4484	20.0%
5	3174	14.2%
6	2262	10.1%
7	2052	9.2%
1	1350	6.0%
3	1261	5.6%
4	1016	4.5%
8	707	3.2%
0	617	2.8%

Item
Text

Distinct	98
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Memory size	35.2 KiB

Length

Max length	31
Median length	21
Mean length	14.361285
Min length	4

Characters and Unicode

Total characters	64396
Distinct characters	51
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Population
2nd row	Wheat and products
3rd row	Barley and products
4th row	Maize and products
5th row	Rye and products

Value	Count	Frequency (%)
and	992	10.0%
products	903	9.1%
oil	660	6.7%
other	637	6.4%
fish	322	3.3%
meat	192	1.9%
sugar	143	1.4%
	141	1.4%
potatoes	97	1.0%
beans	96	1.0%
Other values (113)	5711	57.7%

Most occurring characters

Value	Count	Frequency (%)
e	6253	9.7%
	5410	8.4%
a	4769	7.4%
s	4446	6.9%
t	4107	6.4%
r	3674	5.7%
n	3508	5.4%
o	3376	5.2%
i	2879	4.5%
d	2858	4.4%
Other values (41)	23116	35.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	50031	77.7%
Uppercase Letter	7230	11.2%
Space Separator	5410	8.4%
Other Punctuation	1204	1.9%
Close Punctuation	184	0.3%
Open Punctuation	184	0.3%
Dash Punctuation	153	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	6253	12.5%
a	4769	9.5%
s	4446	8.9%
t	4107	8.2%
r	3674	7.3%
n	3508	7.0%
o	3376	6.7%
i	2879	5.8%
d	2858	5.7%
l	2750	5.5%
Other values (15)	11411	22.8%

Uppercase Letter

Value	Count	Frequency (%)
O	1606	22.2%
M	720	10.0%
P	675	9.3%
C	642	8.9%
S	601	8.3%
F	566	7.8%
B	512	7.1%
R	354	4.9%
G	328	4.5%
A	299	4.1%
Other values (10)	927	12.8%

Other Punctuation

Value	Count	Frequency (%)
,	1157	96.1%
&	47	3.9%

Space Separator

Value	Count	Frequency (%)
	5410	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	184	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	184	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	153	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	57261	88.9%
Common	7135	11.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	6253	10.9%
a	4769	8.3%
s	4446	7.8%
t	4107	7.2%
r	3674	6.4%
n	3508	6.1%
o	3376	5.9%
i	2879	5.0%
d	2858	5.0%
l	2750	4.8%
Other values (35)	18641	32.6%

Common

Value	Count	Frequency (%)
	5410	75.8%
,	1157	16.2%
)	184	2.6%
(	184	2.6%
-	153	2.1%
&	47	0.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	64396	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	6253	9.7%
	5410	8.4%
a	4769	7.4%
s	4446	6.9%
t	4107	6.4%
r	3674	5.7%
n	3508	5.4%
o	3376	5.2%
i	2879	4.5%
d	2858	4.4%
Other values (41)	23116	35.9%

Unit
Categorical

HIGH CORRELATION IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.2 KiB

1000 t	3842
kg	635
1000 No	7

Length

Max length	7
Median length	6
Mean length	5.4351026
Min length	2

Characters and Unicode

Total characters	24371
Distinct characters	8
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1000 No
2nd row	kg
3rd row	kg
4th row	kg
5th row	kg

Common Values

Value	Count	Frequency (%)
1000 t	3842	85.7%
kg	635	14.2%
1000 No	7	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1000	3849	46.2%
t	3842	46.1%
kg	635	7.6%
no	7	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	11547	47.4%
1	3849	15.8%
	3849	15.8%
t	3842	15.8%
k	635	2.6%
g	635	2.6%
N	7	< 0.1%
o	7	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15396	63.2%
Lowercase Letter	5119	21.0%
Space Separator	3849	15.8%
Uppercase Letter	7	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	3842	75.1%
k	635	12.4%
g	635	12.4%
o	7	0.1%

Decimal Number

Value	Count	Frequency (%)
0	11547	75.0%
1	3849	25.0%

Space Separator

Value	Count	Frequency (%)
	3849	100.0%

Uppercase Letter

Value	Count	Frequency (%)
N	7	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	19245	79.0%
Latin	5126	21.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	3842	75.0%
k	635	12.4%
g	635	12.4%
N	7	0.1%
o	7	0.1%

Common

Value	Count	Frequency (%)
0	11547	60.0%
1	3849	20.0%
	3849	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	24371	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	11547	47.4%
1	3849	15.8%
	3849	15.8%
t	3842	15.8%
k	635	2.6%
g	635	2.6%
N	7	< 0.1%
o	7	< 0.1%

Flag
Categorical

HIGH CORRELATION IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.2 KiB

I	3628
E	849
X	7

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4484
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	X
2nd row	E
3rd row	E
4th row	E
5th row	E

Common Values

Value	Count	Frequency (%)
I	3628	80.9%
E	849	18.9%
X	7	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	3628	80.9%
e	849	18.9%
x	7	0.2%

Most occurring characters

Value	Count	Frequency (%)
I	3628	80.9%
E	849	18.9%
X	7	0.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	4484	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
I	3628	80.9%
E	849	18.9%
X	7	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4484	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
I	3628	80.9%
E	849	18.9%
X	7	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4484	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
I	3628	80.9%
E	849	18.9%
X	7	0.2%

Flag Description
Categorical

HIGH CORRELATION IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.2 KiB

Imputed value	3628
Estimated value	849
Figure from international organizations	7

Length

Max length	39
Median length	13
Mean length	13.419269
Min length	13

Characters and Unicode

Total characters	60172
Distinct characters	21
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Figure from international organizations
2nd row	Estimated value
3rd row	Estimated value
4th row	Estimated value
5th row	Estimated value

Common Values

Value	Count	Frequency (%)
Imputed value	3628	80.9%
Estimated value	849	18.9%
Figure from international organizations	7	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
value	4477	49.8%
imputed	3628	40.4%
estimated	849	9.5%
figure	7	0.1%
from	7	0.1%
international	7	0.1%
organizations	7	0.1%

Most occurring characters

Value	Count	Frequency (%)
e	8968	14.9%
u	8112	13.5%
a	5354	8.9%
t	5347	8.9%
	4498	7.5%
l	4484	7.5%
m	4484	7.5%
d	4477	7.4%
v	4477	7.4%
I	3628	6.0%
Other values (11)	6343	10.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	51190	85.1%
Space Separator	4498	7.5%
Uppercase Letter	4484	7.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	8968	17.5%
u	8112	15.8%
a	5354	10.5%
t	5347	10.4%
l	4484	8.8%
m	4484	8.8%
d	4477	8.7%
v	4477	8.7%
p	3628	7.1%
i	884	1.7%
Other values (7)	975	1.9%

Uppercase Letter

Value	Count	Frequency (%)
I	3628	80.9%
E	849	18.9%
F	7	0.2%

Space Separator

Value	Count	Frequency (%)
	4498	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	55674	92.5%
Common	4498	7.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	8968	16.1%
u	8112	14.6%
a	5354	9.6%
t	5347	9.6%
l	4484	8.1%
m	4484	8.1%
d	4477	8.0%
v	4477	8.0%
I	3628	6.5%
p	3628	6.5%
Other values (10)	2715	4.9%

Common

Value	Count	Frequency (%)
	4498	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	60172	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	8968	14.9%
u	8112	13.5%
a	5354	8.9%
t	5347	8.9%
	4498	7.5%
l	4484	7.5%
m	4484	7.5%
d	4477	7.4%
v	4477	7.4%
I	3628	6.0%
Other values (11)	6343	10.5%

2010
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	636
Distinct (%)	20.4%
Missing	1366
Missing (%)	30.5%
Infinite	0
Infinite (%)	0.0%
Mean	196.01382

Minimum	-11
Maximum	64563.85
Zeros	1403
Zeros (%)	31.3%
Negative	22
Negative (%)	0.5%
Memory size	35.2 KiB

Quantile statistics

Minimum	-11
5-th percentile	0
Q1	0
median	0.14
Q3	14
95-th percentile	489.6
Maximum	64563.85
Range	64574.85
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	1993.6384
Coefficient of variation (CV)	10.170907
Kurtosis	559.5933
Mean	196.01382
Median Absolute Deviation (MAD)	0.14
Skewness	22.096821
Sum	611171.08
Variance	3974594
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1403	31.3%
1	121	2.7%
2	67	1.5%
3	55	1.2%
0.01	44	1.0%
4	41	0.9%
5	40	0.9%
6	28	0.6%
14	25	0.6%
8	25	0.6%
Other values (626)	1269	28.3%
(Missing)	1366	30.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-11	1	< 0.1%
-7	1	< 0.1%
-4	2	< 0.1%
-3	3	0.1%
-2	3	0.1%
-1.51	1	< 0.1%
-1	10	0.2%
-0.03	1	< 0.1%
0	1403	31.3%
0.01	44	1.0%

Value	Count	Frequency (%)
64563.85	1	< 0.1%
44347	1	< 0.1%
42031	1	< 0.1%
32428	1	< 0.1%
31269	2	< 0.1%
28695	1	< 0.1%
10039	1	< 0.1%
5710	2	< 0.1%
4880	1	< 0.1%
4849	1	< 0.1%

2011
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	659
Distinct (%)	21.1%
Missing	1367
Missing (%)	30.5%
Infinite	0
Infinite (%)	0.0%
Mean	201.33324

Minimum	-12
Maximum	66755.15
Zeros	1371
Zeros (%)	30.6%
Negative	15
Negative (%)	0.3%
Memory size	35.2 KiB

Quantile statistics

Minimum	-12
5-th percentile	0
Q1	0
median	0.21
Q3	14.77
95-th percentile	524.4
Maximum	66755.15
Range	66767.15
Interquartile range (IQR)	14.77

Descriptive statistics

Standard deviation	2058.5295
Coefficient of variation (CV)	10.224489
Kurtosis	561.24974
Mean	201.33324
Median Absolute Deviation (MAD)	0.21
Skewness	22.149118
Sum	627555.72
Variance	4237543.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1371	30.6%
1	128	2.9%
2	86	1.9%
4	54	1.2%
3	45	1.0%
0.01	35	0.8%
5	31	0.7%
6	28	0.6%
8	27	0.6%
9	27	0.6%
Other values (649)	1285	28.7%
(Missing)	1367	30.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-12	1	< 0.1%
-10	1	< 0.1%
-6	2	< 0.1%
-5	1	< 0.1%
-3	1	< 0.1%
-2	2	< 0.1%
-1	6	0.1%
-0.31	1	< 0.1%
0	1371	30.6%
0.01	35	0.8%

Value	Count	Frequency (%)
66755.15	1	< 0.1%
45674	1	< 0.1%
43178	1	< 0.1%
33477	1	< 0.1%
32539	2	< 0.1%
29860	1	< 0.1%
10293	1	< 0.1%
5307	2	< 0.1%
4964	1	< 0.1%
4924	1	< 0.1%

2012
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	663
Distinct (%)	21.3%
Missing	1367
Missing (%)	30.5%
Infinite	0
Infinite (%)	0.0%
Mean	207.85372

Minimum	-14
Maximum	69020.75
Zeros	1348
Zeros (%)	30.1%
Negative	15
Negative (%)	0.3%
Memory size	35.2 KiB

Quantile statistics

Minimum	-14
5-th percentile	0
Q1	0
median	0.33
Q3	15
95-th percentile	539.4
Maximum	69020.75
Range	69034.75
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	2115.9156
Coefficient of variation (CV)	10.17983
Kurtosis	567.88903
Mean	207.85372
Median Absolute Deviation (MAD)	0.33
Skewness	22.250176
Sum	647880.03
Variance	4477098.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1348	30.1%
1	136	3.0%
2	77	1.7%
3	56	1.2%
0.01	43	1.0%
4	42	0.9%
5	33	0.7%
9	27	0.6%
14	25	0.6%
10	25	0.6%
Other values (653)	1305	29.1%
(Missing)	1367	30.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-14	1	< 0.1%
-5	1	< 0.1%
-4	2	< 0.1%
-3	2	< 0.1%
-2	1	< 0.1%
-1	8	0.2%
0	1348	30.1%
0.01	43	1.0%
0.02	20	0.4%
0.03	14	0.3%

Value	Count	Frequency (%)
69020.75	1	< 0.1%
47053	1	< 0.1%
44343	1	< 0.1%
34559	1	< 0.1%
33034	1	< 0.1%
33033	1	< 0.1%
30315	1	< 0.1%
10550	1	< 0.1%
5824	2	< 0.1%
5462	1	< 0.1%

2013
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	655
Distinct (%)	21.0%
Missing	1366
Missing (%)	30.5%
Infinite	0
Infinite (%)	0.0%
Mean	215.24276

Minimum	-119
Maximum	71358.81
Zeros	1349
Zeros (%)	30.1%
Negative	31
Negative (%)	0.7%
Memory size	35.2 KiB

Quantile statistics

Minimum	-119
5-th percentile	0
Q1	0
median	0.21
Q3	15
95-th percentile	564.35
Maximum	71358.81
Range	71477.81
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	2177.9157
Coefficient of variation (CV)	10.118415
Kurtosis	572.30848
Mean	215.24276
Median Absolute Deviation (MAD)	0.21
Skewness	22.301397
Sum	671126.93
Variance	4743316.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1349	30.1%
1	110	2.5%
2	83	1.9%
3	57	1.3%
4	49	1.1%
0.01	43	1.0%
9	29	0.6%
5	29	0.6%
6	28	0.6%
10	23	0.5%
Other values (645)	1318	29.4%
(Missing)	1366	30.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-119	1	< 0.1%
-43	1	< 0.1%
-35	1	< 0.1%
-19	1	< 0.1%
-15	1	< 0.1%
-11	1	< 0.1%
-10	1	< 0.1%
-9	1	< 0.1%
-7	3	0.1%
-6	1	< 0.1%

Value	Count	Frequency (%)
71358.81	1	< 0.1%
48483	1	< 0.1%
45520	1	< 0.1%
35695	1	< 0.1%
33923	1	< 0.1%
33918	1	< 0.1%
30319	1	< 0.1%
10812	1	< 0.1%
6674	2	< 0.1%
5356	1	< 0.1%

2014
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	725
Distinct (%)	20.5%
Missing	950
Missing (%)	21.2%
Infinite	0
Infinite (%)	0.0%
Mean	202.83733

Minimum	-126
Maximum	73767.45
Zeros	1522
Zeros (%)	33.9%
Negative	34
Negative (%)	0.8%
Memory size	35.2 KiB

Quantile statistics

Minimum	-126
5-th percentile	0
Q1	0
median	0.24
Q3	15
95-th percentile	506
Maximum	73767.45
Range	73893.45
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	2118.746
Coefficient of variation (CV)	10.445542
Kurtosis	642.13389
Mean	202.83733
Median Absolute Deviation (MAD)	0.24
Skewness	23.567597
Sum	716827.14
Variance	4489084.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1522	33.9%
1	152	3.4%
2	92	2.1%
3	65	1.4%
5	54	1.2%
0.01	45	1.0%
4	44	1.0%
7	29	0.6%
6	28	0.6%
8	27	0.6%
Other values (715)	1476	32.9%
(Missing)	950	21.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-126	1	< 0.1%
-85	1	< 0.1%
-56	1	< 0.1%
-41	1	< 0.1%
-40	1	< 0.1%
-29	1	< 0.1%
-24	1	< 0.1%
-21	1	< 0.1%
-11	1	< 0.1%
-8	1	< 0.1%

Value	Count	Frequency (%)
73767.45	1	< 0.1%
49961	1	< 0.1%
46700	1	< 0.1%
36912	1	< 0.1%
35250	1	< 0.1%
34868	1	< 0.1%
31497	1	< 0.1%
11084	1	< 0.1%
9844.3	1	< 0.1%
6737	1	< 0.1%

2015
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	732
Distinct (%)	20.7%
Missing	955
Missing (%)	21.3%
Infinite	0
Infinite (%)	0.0%
Mean	207.89498

Minimum	-70
Maximum	76244.54
Zeros	1531
Zeros (%)	34.1%
Negative	43
Negative (%)	1.0%
Memory size	35.2 KiB

Quantile statistics

Minimum	-70
5-th percentile	0
Q1	0
median	0.18
Q3	15
95-th percentile	515.716
Maximum	76244.54
Range	76314.54
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	2176.4789
Coefficient of variation (CV)	10.469126
Kurtosis	650.18607
Mean	207.89498
Median Absolute Deviation (MAD)	0.18
Skewness	23.666877
Sum	733661.4
Variance	4737060.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1531	34.1%
1	136	3.0%
2	93	2.1%
3	61	1.4%
5	59	1.3%
4	48	1.1%
0.01	47	1.0%
7	33	0.7%
10	28	0.6%
15	28	0.6%
Other values (722)	1465	32.7%
(Missing)	955	21.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-70	1	< 0.1%
-31	1	< 0.1%
-30	1	< 0.1%
-28	1	< 0.1%
-26	3	0.1%
-23	1	< 0.1%
-18	1	< 0.1%
-17	1	< 0.1%
-14	2	< 0.1%
-8	2	< 0.1%

Value	Count	Frequency (%)
76244.54	1	< 0.1%
51483	1	< 0.1%
47878	1	< 0.1%
38225	1	< 0.1%
35305	1	< 0.1%
34931	1	< 0.1%
31990	1	< 0.1%
11369	1	< 0.1%
10160.03	1	< 0.1%
7165	2	< 0.1%

2016
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	731
Distinct (%)	20.6%
Missing	943
Missing (%)	21.0%
Infinite	0
Infinite (%)	0.0%
Mean	208.21269

Minimum	-109
Maximum	78789.13
Zeros	1530
Zeros (%)	34.1%
Negative	36
Negative (%)	0.8%
Memory size	35.2 KiB

Quantile statistics

Minimum	-109
5-th percentile	0
Q1	0
median	0.26
Q3	14
95-th percentile	529
Maximum	78789.13
Range	78898.13
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	2228.2379
Coefficient of variation (CV)	10.701739
Kurtosis	666.1233
Mean	208.21269
Median Absolute Deviation (MAD)	0.26
Skewness	23.972868
Sum	737281.15
Variance	4965044.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1530	34.1%
1	151	3.4%
2	111	2.5%
5	65	1.4%
3	64	1.4%
0.01	45	1.0%
4	42	0.9%
10	35	0.8%
7	29	0.6%
11	27	0.6%
Other values (721)	1442	32.2%
(Missing)	943	21.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-109	1	< 0.1%
-71	1	< 0.1%
-34	1	< 0.1%
-26	1	< 0.1%
-21	1	< 0.1%
-17	1	< 0.1%
-15	1	< 0.1%
-13	1	< 0.1%
-12	1	< 0.1%
-10	1	< 0.1%

Value	Count	Frequency (%)
78789.13	1	< 0.1%
53049	1	< 0.1%
49052	1	< 0.1%
39649	1	< 0.1%
35501	1	< 0.1%
35500	1	< 0.1%
32670	1	< 0.1%
11669	1	< 0.1%
10488	1	< 0.1%
7095	2	< 0.1%

2017
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	731
Distinct (%)	20.6%
Missing	939
Missing (%)	20.9%
Infinite	0
Infinite (%)	0.0%
Mean	213.90506

Minimum	-82
Maximum	81398.76
Zeros	1533
Zeros (%)	34.2%
Negative	45
Negative (%)	1.0%
Memory size	35.2 KiB

Quantile statistics

Minimum	-82
5-th percentile	0
Q1	0
median	0.27
Q3	15
95-th percentile	555.2
Maximum	81398.76
Range	81480.76
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	2305.716
Coefficient of variation (CV)	10.779156
Kurtosis	663.87625
Mean	213.90506
Median Absolute Deviation (MAD)	0.27
Skewness	23.9918
Sum	758293.45
Variance	5316326.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1533	34.2%
1	145	3.2%
2	88	2.0%
3	70	1.6%
4	54	1.2%
5	51	1.1%
0.01	39	0.9%
8	34	0.8%
6	30	0.7%
9	28	0.6%
Other values (721)	1473	32.9%
(Missing)	939	20.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-82	1	< 0.1%
-74	1	< 0.1%
-42	1	< 0.1%
-38	1	< 0.1%
-21	1	< 0.1%
-14	1	< 0.1%
-13	1	< 0.1%
-12	2	< 0.1%
-9	2	< 0.1%
-8	1	< 0.1%

Value	Count	Frequency (%)
81398.76	1	< 0.1%
54660	1	< 0.1%
50221	1	< 0.1%
41167	1	< 0.1%
37701	1	< 0.1%
37700	1	< 0.1%
34597	1	< 0.1%
11981	1	< 0.1%
10827.02	1	< 0.1%
6681	1	< 0.1%

2018
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	742
Distinct (%)	20.8%
Missing	923
Missing (%)	20.6%
Infinite	0
Infinite (%)	0.0%
Mean	224.55801

Minimum	-102
Maximum	84068.09
Zeros	1536
Zeros (%)	34.3%
Negative	47
Negative (%)	1.0%
Memory size	35.2 KiB

Quantile statistics

Minimum	-102
5-th percentile	0
Q1	0
median	0.26
Q3	16
95-th percentile	568
Maximum	84068.09
Range	84170.09
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	2381.1313
Coefficient of variation (CV)	10.603636
Kurtosis	658.11737
Mean	224.55801
Median Absolute Deviation (MAD)	0.26
Skewness	23.809113
Sum	799651.06
Variance	5669786.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1536	34.3%
1	144	3.2%
2	90	2.0%
3	67	1.5%
5	48	1.1%
4	45	1.0%
0.01	42	0.9%
7	32	0.7%
6	32	0.7%
11	32	0.7%
Other values (732)	1493	33.3%
(Missing)	923	20.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-102	1	< 0.1%
-58	1	< 0.1%
-28	1	< 0.1%
-24	1	< 0.1%
-20	1	< 0.1%
-18	2	< 0.1%
-17	1	< 0.1%
-15	1	< 0.1%
-14	1	< 0.1%
-12	1	< 0.1%

Value	Count	Frequency (%)
84068.09	1	< 0.1%
56313	1	< 0.1%
51393	1	< 0.1%
42729	1	< 0.1%
38879	1	< 0.1%
38873	1	< 0.1%
35675	1	< 0.1%
12302	1	< 0.1%
11175.37	1	< 0.1%
8372	1	< 0.1%

2019
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	775
Distinct (%)	19.1%
Missing	418
Missing (%)	9.3%
Infinite	0
Infinite (%)	0.0%
Mean	208.51965

Minimum	-187
Maximum	86790.57
Zeros	1813
Zeros (%)	40.4%
Negative	50
Negative (%)	1.1%
Memory size	35.2 KiB

Quantile statistics

Minimum	-187
5-th percentile	0
Q1	0
median	0.1
Q3	13.6725
95-th percentile	505.75
Maximum	86790.57
Range	86977.57
Interquartile range (IQR)	13.6725

Descriptive statistics

Standard deviation	2307.3048
Coefficient of variation (CV)	11.065167
Kurtosis	740.81473
Mean	208.51965
Median Absolute Deviation (MAD)	0.13
Skewness	25.182545
Sum	847840.9
Variance	5323655.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1813	40.4%
1	167	3.7%
2	96	2.1%
3	76	1.7%
4	60	1.3%
0.01	58	1.3%
5	56	1.2%
10	42	0.9%
9	34	0.8%
6	31	0.7%
Other values (765)	1633	36.4%
(Missing)	418	9.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-187	1	< 0.1%
-22	1	< 0.1%
-19	1	< 0.1%
-18	1	< 0.1%
-17	1	< 0.1%
-12	1	< 0.1%
-11	1	< 0.1%
-10	1	< 0.1%
-8	2	< 0.1%
-7	1	< 0.1%

Value	Count	Frequency (%)
86790.57	1	< 0.1%
58005.46	1	< 0.1%
52573.97	1	< 0.1%
44269.59	1	< 0.1%
40073	1	< 0.1%
40050	1	< 0.1%
36778	1	< 0.1%
12626.95	1	< 0.1%
11530.58	1	< 0.1%
11062.11	1	< 0.1%

2020
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	787
Distinct (%)	19.6%
Missing	473
Missing (%)	10.5%
Infinite	0
Infinite (%)	0.0%
Mean	219.08283

Minimum	-201
Maximum	89561.4
Zeros	1789
Zeros (%)	39.9%
Negative	52
Negative (%)	1.2%
Memory size	35.2 KiB

Quantile statistics

Minimum	-201
5-th percentile	0
Q1	0
median	0.1
Q3	14.87
95-th percentile	536
Maximum	89561.4
Range	89762.4
Interquartile range (IQR)	14.87

Descriptive statistics

Standard deviation	2392.8606
Coefficient of variation (CV)	10.922173
Kurtosis	731.30471
Mean	219.08283
Median Absolute Deviation (MAD)	0.14
Skewness	24.976405
Sum	878741.25
Variance	5725781.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1789	39.9%
1	149	3.3%
2	84	1.9%
3	75	1.7%
4	62	1.4%
0.01	59	1.3%
5	48	1.1%
7	36	0.8%
9	32	0.7%
13	30	0.7%
Other values (777)	1647	36.7%
(Missing)	473	10.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-201	1	< 0.1%
-50	1	< 0.1%
-44	1	< 0.1%
-30	1	< 0.1%
-29	1	< 0.1%
-22	1	< 0.1%
-20	1	< 0.1%
-16	2	< 0.1%
-15	2	< 0.1%
-13	1	< 0.1%

Value	Count	Frequency (%)
89561.4	1	< 0.1%
59734.22	1	< 0.1%
53771.3	1	< 0.1%
45741.01	1	< 0.1%
41016	1	< 0.1%
41014	1	< 0.1%
37697	1	< 0.1%
12952.22	1	< 0.1%
11890.78	1	< 0.1%
11193.73	1	< 0.1%

Auto

Heatmap
Table

	Area Code (M49)	Element Code	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020	Area	Element	Unit	Flag	Flag Description
Area Code (M49)	1.000	0.015	0.003	0.005	0.015	0.011	0.093	0.085	0.086	0.079	0.082	0.059	0.057	1.000	0.037	0.000	0.000	0.000
Element Code	0.015	1.000	-0.082	-0.080	-0.062	-0.059	-0.023	-0.040	-0.035	-0.022	-0.021	-0.035	-0.024	0.042	0.999	0.707	0.596	0.596
2010	0.003	-0.082	1.000	0.964	0.951	0.946	0.926	0.917	0.917	0.911	0.905	0.905	0.909	0.017	0.445	0.706	0.706	0.706
2011	0.005	-0.080	0.964	1.000	0.965	0.949	0.930	0.924	0.922	0.920	0.912	0.910	0.912	0.017	0.445	0.706	0.706	0.706
2012	0.015	-0.062	0.951	0.965	1.000	0.955	0.937	0.931	0.930	0.922	0.918	0.918	0.916	0.017	0.445	0.706	0.706	0.706
2013	0.011	-0.059	0.946	0.949	0.955	1.000	0.944	0.926	0.926	0.929	0.920	0.922	0.918	0.017	0.445	0.706	0.706	0.706
2014	0.093	-0.023	0.926	0.930	0.937	0.944	1.000	0.956	0.952	0.942	0.932	0.932	0.931	0.022	0.446	0.706	0.706	0.706
2015	0.085	-0.040	0.917	0.924	0.931	0.926	0.956	1.000	0.965	0.955	0.949	0.940	0.935	0.022	0.446	0.706	0.706	0.706
2016	0.086	-0.035	0.917	0.922	0.930	0.926	0.952	0.965	1.000	0.966	0.948	0.942	0.938	0.022	0.446	0.706	0.706	0.706
2017	0.079	-0.022	0.911	0.920	0.922	0.929	0.942	0.955	0.966	1.000	0.964	0.950	0.947	0.022	0.446	0.706	0.706	0.706
2018	0.082	-0.021	0.905	0.912	0.918	0.920	0.932	0.949	0.948	0.964	1.000	0.958	0.949	0.020	0.420	0.666	0.666	0.666
2019	0.059	-0.035	0.905	0.910	0.918	0.922	0.932	0.940	0.942	0.950	0.958	1.000	0.963	0.024	0.395	0.626	0.626	0.626
2020	0.057	-0.024	0.909	0.912	0.916	0.918	0.931	0.935	0.938	0.947	0.949	0.963	1.000	0.025	0.395	0.626	0.626	0.626
Area	1.000	0.042	0.017	0.017	0.017	0.017	0.022	0.022	0.022	0.022	0.020	0.024	0.025	1.000	0.024	0.000	0.000	0.000
Element	0.037	0.999	0.445	0.445	0.445	0.445	0.446	0.446	0.446	0.446	0.420	0.395	0.395	0.024	1.000	0.999	0.926	0.926
Unit	0.000	0.707	0.706	0.706	0.706	0.706	0.706	0.706	0.706	0.706	0.666	0.626	0.626	0.000	0.999	1.000	0.924	0.924
Flag	0.000	0.596	0.706	0.706	0.706	0.706	0.706	0.706	0.706	0.706	0.666	0.626	0.626	0.000	0.926	0.924	1.000	1.000
Flag Description	0.000	0.596	0.706	0.706	0.706	0.706	0.706	0.706	0.706	0.706	0.666	0.626	0.626	0.000	0.926	0.924	1.000	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

Year	Area Code (M49)	Area	Element Code	Element	Item Code (CPC)	Item	Unit	Flag	Flag Description	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020
0	108	Burundi	511	Total Population - Both sexes	F2501	Population	1000 No	X	Figure from international organizations	NaN	NaN	NaN	NaN	9844.30	10160.03	10488.00	10827.02	11175.37	11530.58	11890.78
1	108	Burundi	645	Food supply quantity (kg/capita/yr)	F2511	Wheat and products	kg	E	Estimated value	NaN	NaN	NaN	NaN	4.74	2.48	5.26	6.41	7.02	7.63	5.63
2	108	Burundi	645	Food supply quantity (kg/capita/yr)	F2513	Barley and products	kg	E	Estimated value	NaN	NaN	NaN	NaN	0.00	0.00	0.00	0.00	0.00	0.00	0.00
3	108	Burundi	645	Food supply quantity (kg/capita/yr)	F2514	Maize and products	kg	E	Estimated value	NaN	NaN	NaN	NaN	13.57	16.08	23.66	23.67	28.49	23.92	21.54
4	108	Burundi	645	Food supply quantity (kg/capita/yr)	F2515	Rye and products	kg	E	Estimated value	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.00	0.00	NaN	NaN
5	108	Burundi	645	Food supply quantity (kg/capita/yr)	F2516	Oats	kg	E	Estimated value	NaN	NaN	NaN	NaN	0.00	0.00	0.00	0.00	0.00	0.00	0.00
6	108	Burundi	645	Food supply quantity (kg/capita/yr)	F2517	Millet and products	kg	E	Estimated value	NaN	NaN	NaN	NaN	0.20	0.19	0.19	0.18	0.18	0.17	0.31
7	108	Burundi	645	Food supply quantity (kg/capita/yr)	F2518	Sorghum and products	kg	E	Estimated value	NaN	NaN	NaN	NaN	0.00	0.19	0.24	0.12	0.27	0.00	0.57
8	108	Burundi	645	Food supply quantity (kg/capita/yr)	F2520	Cereals, Other	kg	E	Estimated value	NaN	NaN	NaN	NaN	0.53	1.40	2.56	2.59	2.11	0.96	1.04
9	108	Burundi	645	Food supply quantity (kg/capita/yr)	F2531	Potatoes and products	kg	E	Estimated value	NaN	NaN	NaN	NaN	5.73	6.07	6.79	5.55	5.37	13.88	14.41

Year	Area Code (M49)	Area	Element Code	Element	Item Code (CPC)	Item	Unit	Flag	Flag Description	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020
4474	834	United Republic of Tanzania	5911	Export Quantity	F2769	Aquatic Animals, Others	1000 t	I	Imputed value	0.00	0.00	0.0	0.00	0.00	0.00	0.00	0.00	0.00	0.00	NaN
4475	834	United Republic of Tanzania	5911	Export Quantity	F2775	Aquatic Plants	1000 t	E	Estimated value	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11.55
4476	834	United Republic of Tanzania	5911	Export Quantity	F2775	Aquatic Plants	1000 t	I	Imputed value	12.18	14.77	10.0	11.77	8.40	9.35	10.28	11.55	11.55	11.55	NaN
4477	834	United Republic of Tanzania	5911	Export Quantity	F2781	Fish, Body Oil	1000 t	E	Estimated value	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.00
4478	834	United Republic of Tanzania	5911	Export Quantity	F2781	Fish, Body Oil	1000 t	I	Imputed value	0.00	0.00	0.0	0.00	0.02	0.00	0.00	0.00	0.00	0.00	NaN
4479	834	United Republic of Tanzania	5911	Export Quantity	F2782	Fish, Liver Oil	1000 t	E	Estimated value	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.00
4480	834	United Republic of Tanzania	5911	Export Quantity	F2782	Fish, Liver Oil	1000 t	I	Imputed value	0.00	0.00	0.0	0.00	0.00	0.00	0.00	0.00	0.00	0.00	NaN
4481	834	United Republic of Tanzania	5911	Export Quantity	F2807	Rice and products	1000 t	I	Imputed value	75.00	54.00	27.0	79.00	107.00	23.00	19.00	1.00	46.00	171.00	527.00
4482	834	United Republic of Tanzania	5911	Export Quantity	F2848	Milk - Excluding Butter	1000 t	I	Imputed value	0.00	0.00	0.0	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00
4483	834	United Republic of Tanzania	5911	Export Quantity	F2899	Miscellaneous	1000 t	I	Imputed value	3.00	1.00	1.0	0.00	0.00	0.00	0.00	1.00	0.00	0.00	0.00

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Other Punctuation

Open Punctuation

Close Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator

Close Punctuation

Open Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Decimal Number

Space Separator

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin